What Is Zilliz?
Zilliz is a vector database and AI search platform built around Milvus, helping teams store, index, and search embeddings for RAG, recommendation, and semantic search systems.
It is useful for teams looking for vector databases, semantic search, RAG infrastructure, embedding search, and AI retrieval workflows that can scale beyond a small prototype.
Key Features of Zilliz
Zilliz stands out because it focuses on high-scale vector search while keeping AI retrieval workflows practical for production teams.
- Provides vector database infrastructure for AI search and retrieval.
- Supports semantic search, recommendation, anomaly detection, and RAG workloads.
- Builds on the Milvus ecosystem for large-scale embedding storage and indexing.
- Helps teams manage vector data across real-time serving, batch analytics, and discovery workflows.
- Fits AI apps that need fast similarity search over documents, images, products, or user data.
- Useful for moving retrieval systems from experiments into production.
Use Cases and Applications
Zilliz works best when an AI product needs reliable retrieval over large embedding collections.
- Build RAG pipelines for chatbots and knowledge assistants.
- Power semantic search across documents, products, and media.
- Create recommendation systems using vector similarity.
- Store and query embeddings at production scale.
- Compare vector databases for AI application infrastructure.
Who Should Use Zilliz?
Zilliz is built for teams that need AI retrieval to be fast, scalable, and production-ready.
- AI engineers building RAG applications.
- Search teams adding semantic retrieval.
- Data infrastructure teams managing embedding stores.
- Enterprises deploying vector search across large datasets.
Zilliz Pricing
Zilliz pricing depends on cloud usage, storage, query volume, index size, performance needs, and enterprise support.
| Plan | Price | Features Included |
|---|---|---|
| Free / Starter | $0+ | Initial access for testing vector database and semantic search workflows. |
| Cloud | Usage-based | Managed vector database usage, storage, queries, and scaling options. |
| Enterprise | Custom | Security, private deployment, support, governance, and large-scale requirements. |
Zilliz pricing may change. Check the official Zilliz website for the latest details.
How to Use Zilliz
Official Website Link: Go to Zilliz Official Website.
